2.4.1. Tensor Processing Units (TPUs)

Try these first

1. 1.

   What does TPU stand for?

   Hint

   Think of the key function it serves.

2. 2.

   What is one advantage of TPUs over GPUs?

   Hint

   Consider energy efficiency.

3. 3.

   What is the primary function of a TPU?

   • Graphics rendering
   • Machine learning acceleration
   • Data storage

   Hint

   Think about their primary application.

4. 4.

   True or False: TPUs are primarily used for graphics rendering.

   • True
   • False

   Hint

   Recall the key differences between GPU and TPU purposes.

5. 5.

   Compare and contrast the energy efficiency of TPUs and GPUs, discussing potential advancements in both technologies.

   Hint

   Think of recent articles on energy usage in AI hardware.

6. 6.

   Analyze the impact of TPUs on small businesses that utilize Google Cloud services. What are the pros and cons?

   Hint

   Consider the balance between convenience and potential risks.